We find -dimensional regions of the space of kinematic invariants, where all the solutions to the scattering equations (the core of the CHY formulation of amplitudes) for massless particles are real. On these regions, the scattering equations are equivalent to the problem of finding stationary points of mutually repelling particles on a finite real interval with appropriate boundary conditions. This identification directly implies that for each of the possible orderings of the particles on the interval, there exists one stable stationary point. Furthermore, restricting to four dimensions, we find that the separation of the solutions into sectors naturally matches that of permutations of labels into those with descents. This leads to a physical realization of the combinatorial meaning of the Eulerian numbers.

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